Title
Abstract Interpretation as Automated Deduction
Abstract
Automata theory, algorithmic deduction and abstract interpretation provide the foundation behind three approaches to implementing program verifiers. This article is a first step towards a mathematical translation between these approaches. By extending Büchi's theorem, we show that reachability in a control flow graph can be encoded as satisfiability in an extension of the weak, monadic, second-order logic of one successor. Abstract interpreters are, in a precise sense, sound but incomplete solvers for such formulae. The three components of an abstract interpreter: the lattice, transformers and iteration algorithm, respectively represent a fragment of a first-order theory, deduction in that theory, and second-order constraint propagation. By inverting the Lindenbaum---Tarski construction, we show that lattices used in practice are subclassical first-order theories.
Year
DOI
Venue
2015
10.1007/s10817-016-9382-4
J. Autom. Reasoning
Keywords
Field
DocType
Abstract interpretation,Deduction,Lindenbaum–Tarski construction
Local consistency,Parameterized complexity,Abstract interpretation,Computer science,Automated theorem proving,Satisfiability,Algorithm,Reachability,Theoretical computer science,Parametric statistics,Monad (functional programming)
Conference
Volume
Issue
ISSN
58
3
0168-7433
Citations 
PageRank 
References 
3
0.40
28
Authors
2
Name
Order
Citations
PageRank
Vijay D'Silva123914.07
Caterina Urban2795.39